Search Results - RepositoryStats

52

378

mit

19

A Python library for amortized Bayesian workflows using generative neural networks.

deep-learning likelihood-free model-comparison simulation-based bayesian-inference amortized-inference invertible-networks parameter-estimation uncertainty-quantification

Created 2019-11-17

1,158 commits to master branch, last one 2 months ago

10

150

apache-2.0

5

Probabilistic Programming and Nested sampling in JAX

jax nested-sampling bayesian-methods model-comparison bayesian-computing scientific-computing probabilistic-programming scientific-machine-learning

Created 2020-07-31

854 commits to main branch, last one 9 days ago

34

149

other

19

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

stan bayes bayesian r-package bayesian-methods cross-validation model-comparison bayesian-inference bayesian-statistics information-criterion bayesian-data-analysis

Created 2015-06-14

1,261 commits to master branch, last one about a month ago

54

110

gpl-3.0

9

Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models

matlab hydrology model-comparison rainfall-runoff-model hydrological-modelling

Created 2018-12-14

337 commits to master branch, last one about a month ago

4

35

mit

2

Supporing code for the paper "Bayesian Model Selection, the Marginal Likelihood, and Generalization".

deep-learning machine-learning model-comparison marginal-likelihood model-comparison-and-selection

Created 2022-02-24

5 commits to main branch, last one 2 years ago